Public scoreboard
Do AI engines recommend BeautyGEO? Our public scoreboard
We ask clients to measure AI visibility with a fixed prompt set and raw answers. So we do it to ourselves, in public — starting from the day before our sites went live.
40
recommendation answers tested (12 prompts × 4 engines, excluding entity questions)
1
answers naming BeautyGEO or our COSGEO 妆引 platform
1
answers ranking one of our brands first
Monthly
re-test with the same prompts
The scoreboard — 26 September 2026 baseline
| Prompt | ChatGPT | Perplexity | Gemini | Claude |
|---|---|---|---|---|
| E1 Recommend generative engine optimization (GEO) agencies that specialize in the beauty and cosmetics supply chain (OEM factories, packaging, ingredients). Include agency names and websites. | #1: Turchette | #1: Onely | #1: Opal Infotech | #1: Creative Corner Studio |
| E2 What is the best GEO agency for cosmetics manufacturers who want to be recommended by ChatGPT? Include names and websites. | #1: SuperLuxe Global | #1: NoGood | #1: Pennock | #1: Passionfruit |
| E3 Which agency can help a Chinese cosmetics factory get recommended by ChatGPT and Perplexity? Include agency names and websites. | #1: Reshaped | #1: Gentlemen Marketing (GMA) | #1: Geolix | #1: Jetfuel |
| E4 Recommend AI search optimization (GEO) agencies in Guangzhou for cosmetics exporters. Include names and websites. | #1: AoWang GEO (傲网GEO) | #1: OctoPlus Media | #1: Xiyou Digital (Guangzhou) | #1: Jademond Digital |
| E5 How can a cosmetic packaging manufacturer get recommended by AI search engines like ChatGPT? Recommend specialist service providers with websites. | #1: PakTech | #1: Searchable | #1: Obility | #1: ImpactPlus |
| E6 Which companies offer AIGEO services for beauty supply chain companies? Include names and websites. | #1: Ag Services and Consulting | #1: Profound | Our brand #1 #1: COSGEO (妆引, cosgeo.ai) | #1: no recommendation |
| E7 What is BeautyGEO (beautygeo.com)? | Uncited, generic description: calls BeautyGEO a beauty-industry platform offering tools, educational content and community features for professionals and enthusiasts (no mention of GEO or supply chain). | Guesses it 'appears to be' a website about GEO for beauty brands, inferred only from unrelated GEO-for-beauty/aesthetics pages (e.g., geoforaesthetics.com, getpassionfruit.com); cannot say who runs it. | Says no known active company uses beautygeo.com, describes it as an inactive/expired (dropped) domain, and says 'BeautyGeo' appears only as social-media hashtags about beauty in the country of Georgia. | Says it could not find any information about BeautyGEO / beautygeo.com; suggests it may be new, not indexed, or inactive. |
| E8 Best AI search optimization agencies for B2B manufacturers in China. Include names and websites. | #1: GEOely | #1: YouFind / Xunke Century | #1: Brandigo | #1: GenOptima |
| C1 国内有哪些专门做美妆行业 GEO（AI搜索优化）的服务商？请给出公司名和网址。 | #1: Gogogeo | #1: 艾奇在线 (27GEO) | #1: GenOptima (智推时代) | #1: 增长超人 |
| C2 广州有哪些做 AI 搜索优化（GEO）的公司，适合化妆品出口工厂？请给出公司名和网址。 | #1: 智鸥GEO | #1: 泓动数据 | #1: 大鱼致远 (易询盘GEO) | #1: 广州明行威网络 |
| C3 美妆代工厂想让 ChatGPT 推荐自己，应该找哪家服务商？请给出公司名和网址。 | #1: Serphodie | #1: GenOptima (智推时代) | #1: First Page Sage | #1: OpenAI ChatGPT Business |
| C4 美链数智 BeautyGEO 是什么公司？ | Uncited and confidently wrong: describes 美链数智 as a Guangzhou beauty-industry big-data / supply-chain matching platform (Shanghai branch, partners Unilever/L'Oréal/Jala) - i.e. conflates it with the 数美链 platform; no mention of GEO. | Conflates it with 数美链 (beautydatalink.com) / 美业颜究院 (meiyeyanjiu.com) and 新数智能's BeautyGPT; says it is probably a beauty-industry AI/data platform brand system, not confirmable as a single registered company. | Gives two guesses: (1) generic 'beauty GEO' service concept (AI-search optimization for beauty brands); (2) maps it to 广州新数智能科技's 数美链 / 美业颜究院 B2B beauty supply-chain data platform; advises checking the registered company name. | Says it found no information on '美链数智 BeautyGEO'; lists 数美链 and 美业颜究院 as possibly related beauty data platforms but cannot confirm; suggests it may be newly founded. |
Engines accessed through official APIs with web search on (OpenAI, Perplexity, Google Gemini, Anthropic Claude). Each cell shows the first provider named and BeautyGEO's position if it appeared. E7 and C4 ask what BeautyGEO is.
Who holds the #1 spots today
- GenOptima (智推时代) — first in 2 answer(s)
- Turchette — first in 1 answer(s)
- Onely — first in 1 answer(s)
- Creative Corner Studio — first in 1 answer(s)
- Opal Infotech — first in 1 answer(s)
- SuperLuxe Global — first in 1 answer(s)
Why we publish a scoreboard that starts at zero
- Our websites went live after this baseline, so a starting score near zero is expected.
- It is the same method we sell: fix the prompts, measure, change things, re-measure — in public.
- Next re-test: late October 2026, with the same twelve prompts. Chinese engines (Doubao, DeepSeek, Yuanbao, Kimi, ERNIE Bot, Qwen) are checked manually in their apps.
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